"density ratio estimation" Papers

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Binary Losses for Density Ratio Estimation

Werner Zellinger

ICLR 2025arXiv:2407.01371

Bounds on $L_p$ Errors in Density Ratio Estimation via $f$-Divergence Loss Functions

Yoshiaki Kitazawa

Projection Pursuit Density Ratio Estimation

Meilin Wang, Wei Huang, Mingming Gong et al.

ICML 2025arXiv:2506.00866

Adaptive Learning of Density Ratios in RKHS

Werner Zellinger, Stefan Kindermann, Sergei V. Pereverzyev

ICML 2024arXiv:2307.16164

Density Ratio Estimation with Doubly Strong Robustness

Ryosuke Nagumo, Hironori Fujisawa

Minimizing $f$-Divergences by Interpolating Velocity Fields

Song Liu, Jiahao Yu, Jack Simons et al.

ICML 2024arXiv:2305.15577

Overcoming Saturation in Density Ratio Estimation by Iterated Regularization

Lukas Gruber, Markus Holzleitner, Johannes Lehner et al.

ICML 2024arXiv:2402.13891

Sampling in Unit Time with Kernel Fisher-Rao Flow

Aimee Maurais, Youssef Marzouk

ICML 2024arXiv:2401.03892